Zobrazeno 1 - 10
of 64 382
pro vyhledávání: '"A. Petros"'
We provide space complexity lower bounds for data structures that approximate logistic loss up to $\epsilon$-relative error on a logistic regression problem with data $\mathbf{X} \in \mathbb{R}^{n \times d}$ and labels $\mathbf{y} \in \{-1,1\}^d$. Th
Externí odkaz:
http://arxiv.org/abs/2412.02639
In recent years, interest in synthetic data has grown, particularly in the context of pre-training the image modality to support a range of computer vision tasks, including object classification, medical imaging etc. Previous work has demonstrated th
Externí odkaz:
http://arxiv.org/abs/2411.17584
Indoor radar perception has seen rising interest due to affordable costs driven by emerging automotive imaging radar developments and the benefits of reduced privacy concerns and reliability under hazardous conditions (e.g., fire and smoke). However,
Externí odkaz:
http://arxiv.org/abs/2411.10293
Humans naturally follow distinct patterns when conducting their daily activities, which are driven by established practices and processes, such as production workflows, social norms and daily routines. Human activity recognition (HAR) algorithms usua
Externí odkaz:
http://arxiv.org/abs/2411.08814
Due to its fundamental principles, quantum theory holds the promise to enhance the security of modern cryptography, from message encryption to anonymous communication, digital signatures, online banking, leader election, one-time passwords and delega
Externí odkaz:
http://arxiv.org/abs/2411.08877
Conventional radar feature extraction faces limitations due to low spatial resolution, noise, multipath reflection, the presence of ghost targets, and motion blur. Such limitations can be exacerbated by nonlinear object motion, particularly from an e
Externí odkaz:
http://arxiv.org/abs/2411.02220
Publikováno v:
EPTCS 410, 2024, pp. 53-68
The ecosystem of Privacy Calculus is a formal framework for privacy comprising (a) the Privacy Calculus, a Turing-complete language of message-exchanging processes based on the pi-calculus, (b) a privacy policy language, and (c) a type checker that c
Externí odkaz:
http://arxiv.org/abs/2410.23759
This study evaluates the effectiveness of incorporating makerspace workshops into computer science education by assessing 21st century skills critical thinking, collaboration, communication, and creativity before and after the intervention. Using a p
Externí odkaz:
http://arxiv.org/abs/2411.05012
Autor:
Shui, Zeren, Karypis, Petros, Karls, Daniel S., Wen, Mingjian, Manchanda, Saurav, Tadmor, Ellad B., Karypis, George
Citation intention Classification (CIC) tools classify citations by their intention (e.g., background, motivation) and assist readers in evaluating the contribution of scientific literature. Prior research has shown that pretrained language models (P
Externí odkaz:
http://arxiv.org/abs/2410.13332
Achieving stable bipedal walking on surfaces with unknown motion remains a challenging control problem due to the hybrid, time-varying, partially unknown dynamics of the robot and the difficulty of accurate state and surface motion estimation. Surfac
Externí odkaz:
http://arxiv.org/abs/2410.11799